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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Authors
Vaggi Ramya,VVGK JAHNAVI,S ASHISH,S KARTHIK
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Keywords
Smart Attendance, Face Recognition, YOLO-v3, Siamese Network, Database.
Abstract
The majority of the time allotted to the professors for teaching is spent recording the attendance of the pupils who are present in the class. This is viewed as a problem because it deprives teachers of time they could use for teaching and interacting with students, as well as because it causes greater disruption and a loss of decorum in the classroom. The current manual attendance management system is further complicated by the existence of proxy attendance. These issues are addressed by an automatic attendance system, which monitors students' attendance in each class using a continuous stream of images from a video streaming device placed within the classroom. The suggested remedy might lessen the time spent by teachers monitoring attendance will also lessen the commotion in the classroom. For automated face identification utilising Deep Learning models like YOLO-v3 (You Only Look Once) and face recognition using Siamese Network, this piece of study offered a superior conclusion. The model has hardware that allows it to keep track of pupils' attendance in rooms with cameras. For the purpose of storing student information, a database is kept up to date. The data in the database can be changed, destroyed, or both. The framework has a connection to a dynamic web page that facilitates obtaining the attendance record directly. There are many different institutions, colleges, and universities that can employ this sophisticated face recognition-based attendance system.
IJCRT's Publication Details
Unique Identification Number - IJCRT2306121
Paper ID - 239060
Author type - Indian Author
Page Number(s) - b67-b74
Pubished in - Volume 11 | Issue 6 | June 2023
DOI (Digital Object Identifier) -
No Of Downloads - 106
Author Country - India, 532127, RAJAM,VIZIANAGARAM, RAJAM,VIZIANAGARAM, 532127, Science and Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
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Vaggi Ramya,VVGK JAHNAVI,S ASHISH,S KARTHIK, "Face Recognition Based Smart Attendance System", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 6, pp.b67-b74, June 2023, Available at :http://www.ijcrt.org/papers/IJCRT2306121.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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